Consensus-based distributed parameter estimation in ad hoc wireless sensor networks with noisy links

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2007, Pages

  Schizas, Ioannis D ^a   Ribeiro, Alejandro ^a   Giannakis, Georgias B ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

Distributed algorithms; Distributed estimation

Indexed keywords

PARALLEL ALGORITHMS; PARAMETER ESTIMATION; PROBABILITY DISTRIBUTIONS; VECTOR QUANTIZATION; WIRELESS SENSOR NETWORKS;

CHANNEL LINKS; DISTRIBUTED ESTIMATION; NONLINEAR ESTIMATION;

AD HOC NETWORKS;

EID: 34547545202     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366369     Document Type: Conference Paper

References (7)

1. S. Barbarossa and G. Scutari, "Decentralized Maximum Likelihood Estimation for Sensor Networks Composed of Nonlinearly Coupled Dynamical Systems," IEEE Trans. on SP., 2007;
2. see also Intl. Conf. on ASSP, vol. IV, pp. 385-388, Toulouse, France, May 2006.
3. D. P. Bertsekas and J. N. Tsitsiklis, Parallel and Distributed Computation: Numerical Methods, Athena Scientific, Second Edition, 1999.
4. A. Ribeiro and G. B. Giannakis, "Bandwidth-Constrained Distributed Estimation for Wireless Sensor Networks," IEEE Trans. On Sig. Proc. vol. 54, pp. 2784-2796, 2006.
5. I. D. Schizas, A. Ribeiro and G. B. Giannakis, "Consensus in Ad Hoc WSNs With Noisy Links - Part I: Distributed Estimation of Deterministic Signals," IEEE Trans. on Signal Proc. September 2006 (submitted); http://spincom.ece.umn.edu/.
6. L. Xiao, S. Boyd, and S.-J. Kim, "Distributed Average Consensus With Least-Mean-Square Deviation," Journal of Par. and Distr. Cornput., submitted May 2005; http://www.stanford.edu/boyd/.
7. L. Xiao, S. Boyd, and S. Lall, "A Scheme for Robust Distributed Sensor Fusion Based on Average Consensus," in Proc. of the 4th Intl. Symp. on Info. Proc. in Sensor Net., Berkeley, pp. 63-70.